How to Build Effective AI Agents (without the hype)

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Additional Resources

🔗 Link to Blog Post

👋🏻 About Me
Hi there! I’m Dave Ebbelaar, founder of Datalumina®, and I’m passionate about helping data professionals and developers like you succeed in the world of data science and AI. If you enjoy the tutorial, make sure to check out the links in this description for more resources to help you grow.

At Datalumina, we help developers and organizations unlock the full potential of AI and data by turning complexity into capability. Whether you're learning Python, freelancing, or building cutting-edge AI apps, we provide the tools, guidance, and expertise to help you succeed.

[MisCopilotos]

I think there are only 4 important agent-flow:
1. Routing
2. Prompt Chaining
3. Loops
4. Paralellization

The others are combinations of these 4.
And each flow uses augmented-LLM-nodes.

[MatheusTassoo]

This video is a must-watch for anyone just starting out! I don’t know why, but people tend to overcomplicate things with multi-agent frameworks when you can solve problems in much simpler ways. Also, it would be awesome if you made a video about evals, there’s not much content about it online

[Vansel]

Finally, found someone who isn’t jumping on the fake AI hype train just for views and shares! Thanks Sir.

[digitalazorro]

I just came across your channel, and my first impression is that it’s so well-explained and incredibly welcoming! I’m hitting like and follow right away. Keep up the amazing work! :)

[jokosalsa]

Dave, congrats on this video. There is too much fluff today about "agentic aI" - and unfortunately, the youtube crowd that has no real idea about it, have found this 'hammer' and looking at everything as a 'nail'. Great video!

[jaggyjut]

Totally agree and thank you for sharing this information. As a beginner in AI Agent space, i noticed that most of these frameworks or low code/no code platforms are not production ready. No one talks about redacting PII (sensitive) data or how to deploy these Agents in production environments. Mostly all YouTube video showcase Jupyter notebooks. 😊

[AbdulazeezSule-we]

Am gonna research on this. Finally someone that's not telling us we can make $2000 a week with A.I. Just the channel i was looking for. Thanks

[maxammo]

Finally, a Dutchman who covers this topic in a down-to-earth way 🏆

[localvfxdeep]

I am very new to this and have zero knowledge of coding, but I really liked the way you explained everything and I truly appreciate that. Can you create a full video tutorial on this topic, explaining it in detail?

[lakshitkarsoliya]

Thanks Dave, This Video teach me how I build more robust solitions. keep it up ! 😀

[crystal_records_bg]

Yeah bro, that's why we use agents for the Prompt Chaining and Routing. It's far better to have a personalized for the task AI than to just call the same general one.

[nanding]

I would really appreciate if you would give a real world example in your future videos. Subscribed! Thanks much.

[SergeiDumnov]

My understanding is that this is just a review of the Anthropic post and general software engineering rules. Is there any added value there?

[stuboo]

Reliably incredible content. Thanks, Dave.

[wyntera]

Really great video Dave. Much appreciated. 👍🏾

[GXDevTH]

Clear explanation bros. Subscribed already.

[SamFisher-xy]

Fantastic video, thank you for clarifying it all.

[micbab-vgmu]

YouTube has a lot of AI agentic demos that aren't useful in real life. Personally, I use AI workflows - AI agents are not reliable in business scenarios.

[ChristianBrom]

thx, can you do a video regarding the gdpr and ai?

[Rusputin-eotv]

Wait, Apple devs didn't update news on Anthropic ? That's a big suprise =))